PSYCH 209: Neural Network Models of Cognition
Neural Network models of cognitive and developmental processes and the neural basis of these processes, including contemporary deep learning models. Students read, comment on, and discuss readings about fundamental mathematical and computational principles and classical as well as contemporary applications and carry out exercises in the first four weeks, then undertake projects during the last six weeks of the quarter. Intended for students with computer programming ability, familiarity with differential equations, linear algebra, and probability theory, and one or more courses in cognition, cognitive development or cognitive/systems neuroscience.
Terms: Win
| Units: 4
Instructors:
McClelland, J. (PI)
;
Xiang, V. (TA)
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